Olist e-commerce dataset analysis

This notebook analyzes e-commerce delivery performance, focusing on efficiency, customer satisfaction, and logistical patterns through key metrics such as delivery times, distance efficiency, cost ratios, and late deliveries. It includes geospatial analysis of customer and seller locations, examining the top 10 largest sellers and product categories to uncover insights into delivery dynamics and performance across regions. Metrics like freight share, total order cost per km, and distance efficiency are explored to evaluate operational effectiveness, while delivery time shares (preprocessing, carrier, and customer) provide a breakdown of delivery stages. By integrating geospatial data and calculated metrics, the analysis highlights areas for improvement in logistics, pricing, and delivery strategies.